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PRJEB59450 ERP144484

Oral/rectal microbiome and pancreatic fistula, Germany

PDA-MAPS - Pancreatic Ductal Adenocarcinoma - Microbiome As Predictor of Subtypes - Fistula

Prospective case-control study of 75 buccal and 70 rectal swab samples from patients undergoing elective pancreas surgery, evaluating the orointestinal microbiome as a predictor of postoperative pancreatic fistula. machine-written summary

93 samples · 93 runs · DE · Adult · 2023 · 67.8 Mbp / sample

Sources
✓Sequence archive 1,199✓Abstract / description 54–Full text–Supplementary tables–External resources–User contribution–Human verified

Checked this project's papers and archive records yourself? Mark it human-verified.

what each source gave
✓ Sequence archive1,199 sample values (age, antibiotic exposure, bmi, country, diet, diet detail, health condition, health condition detail)
✓ Abstract / description54 sample values (health condition, health condition detail)
– Full textno open-access full text linked
– Supplementary tablesno supplementary tables available (or none open access)
– External resourcesnot covered by the external resources we ingest
– User contributionnothing uploaded yet
– Human verifiednot yet checked by a person · I checked this project — verify it
Samples at a glance
1 sampling locations · 1 country
Age
adult51
elderly42
Condition
crohns_disease41
other_disease30
cardiometabolic_other15
autoimmune_inflammatory4
neurological_psychiatric2
other_cancer1
Sex
male37
female25
Country
DE93
Body site
primary66
unknown27
Sequencing depth per sample · this project all projects
all projects, 0–0.03 Gbp: 25,080 samples (4 %)this project, 0–0.03 Gbp: 33 samplesall projects, 0.03–0.1 Gbp: 17,066 samples (3 %)this project, 0.03–0.1 Gbp: 26 samplesall projects, 0.1–0.3 Gbp: 29,179 samples (5 %)this project, 0.1–0.3 Gbp: 31 samplesall projects, 0.3–1 Gbp: 47,044 samples (8 %)this project, 0.3–1 Gbp: 3 samplesall projects, 1–3 Gbp: 124,983 samples (22 %)all projects, 3–10 Gbp: 253,728 samples (44 %)all projects, 10–30 Gbp: 72,533 samples (13 %)all projects, 30–100 Gbp: 3,024 samples (1 %)all projects, 100–300 Gbp: 106 samples (0 %)all projects, ≥ 300 Gbp: 9 samples (0 %)project median 0.07 Gbp per sample0130Gbp
! Self-contradictory metadata

sex differs between samples of the same subject id (2 subjects, 4 samples) — sex withheld; subject ids shared by samples of both sexes (2 ids, 4 samples) — ids withheld.

The sources disagree on 4 samples. Where two incompatible values exist for one sample (or one person's samples disagree on sex), neither value is published: the field is left empty here, in the sample sheet and in the downloads. Both sides, with their sources, are in gut_metadata_contradictions.parquet of the data package (what counts as a contradiction).

Contradicted values (8)
samplefieldvalueother valuehandling
SAMEA112450499sexmale (sequence archive)subject 55: male in 1 sample, female in 1 samplewithheld: neither value published
SAMEA112450508sexmale (sequence archive)subject 30: male in 1 sample, female in 1 samplewithheld: neither value published
SAMEA112450515sexfemale (sequence archive)subject 55: male in 1 sample, female in 1 samplewithheld: neither value published
SAMEA112450555sexfemale (sequence archive)subject 30: male in 1 sample, female in 1 samplewithheld: neither value published
SAMEA112450499subject id55male (sequence archive)subject id withheld (samples of both sexes share it)
SAMEA112450508subject id30male (sequence archive)subject id withheld (samples of both sexes share it)
SAMEA112450515subject id55female (sequence archive)subject id withheld (samples of both sexes share it)
SAMEA112450555subject id30female (sequence archive)subject id withheld (samples of both sexes share it)
Sampling design and relatedness

longitudinal

3 of 86 people sampled more than once (6 samples; median 2, up to 2 per person) · follow-up median 32.0 y (max 32.0 y) · median interval between samples 32.0 y (time from age at collection).

5353: day 053: day 116880 d8.0 y16.0 y24.0 y32.0 y

Each row is one person (1 shown of 3); dots are samples at days since that person's first sample.

How longitudinal and relatedness information is derived

Community composition

No Sandpiper profile for this project's samples yet.

Field coverage
fieldsamplescoverageR1R2R3R4
age_category93 100%
country93 100%93
health_condition93 100%6627
subject_id89 96%89
detailed_location93 100%
health_condition_detail93 100%6627
latitude93 100%93
location_locality93 100%93
location_region93 100%93
longitude93 100%93
age_at_collection_days66 71%66
antibiotic_exposure66 71%66
bmi66 71%66
diet66 71%66
diet_detail66 71%66
smoking_status66 71%66
sex62 67%62
medication50 54%50
lifestyle2 2%2
lifestyle_detail2 2%2
medication_detail1 1%1
Papers (1)
  • Whole 16S rRNA sequencing of the oral microbiome predicts postoperative pancreatic fistula: prospective observational cohort study. 2023 PMID 37260059 own_data
Details
Archive description

Postoperative pancreatic fistula (POPF) is a common and potentially severe complication following pancreas surgery. To date, there is no objective predictor anticipating the occurrence of POPF. Here, we aim to prospectively evaluate the orointestinal microbiome as predictor for POPF. In total 105 patients were recruited prospectively before elective pancreas surgery. To this end, buccal, and rectal swabs were collected (in total 203 samples). After excluding patients with delayed surgery (&gt 1 week after recruitment) and pancreatectomy, as well as all samples that had not reached the desired sequencing depth, 75 buccal and 70 rectal samples (n= 75) were included in the subsequent analysis. Microbial composition was determined by Oxford Nanopore Technologies. For buccal samples 16S rRNA sequencing, and for rectal swabs metagenomic sequencing was performed. Out of 75 buccal samples 19 were collected from patients with type B or C fistula (rPOPF), and 56 showed biochemical leak (BL) or no fistula (nPOPF). Out of 70 rectal samples, 17 were collected from patients belonging to rPOPF. Significant differences between groups were detected for β-diversity (unweighted UniFrac p-value = 0.003) and α-diversity (observed species, p-value 0.004) in buccal but not rectal swabs. Notably, even after incorporation of 67 potentially confounding variables, the results remain significant (p-value = 0.002). Interestingly, the body-mass index (BMI) was the most obvious confounding factor. Four species were found to be differentially abundant in the relevant fistula group: Streptococcus gorondii, Gemella haemolysans, Haemophilus parainfluenzae, Gemella sanguinis. Building a model with these species and the BMI resulted in an AUROC of 94.2 %. This combined model outperforms BMI alone (86.5 %) and species alone (78.6 %) Our results show that POPF can be predicted by the oral microbiome in combination with BMI.

How this project entered the registry

Classified as human gut / stool / oral cavity shotgun DNA metagenome of adult by deterministic_prior with confidence 0.90. Assay shotgun_dna.

  • host external_curation.infant_catalog · “infant triage reason_code age_adult_only”
  • body site study.description · “end, buccal, and rectal swabs were collected”
  • body site external_curation.infant_catalog · “body_site_call gut”
  • body site study.description · “To this end, buccal , and rectal”
  • life stage external_curation.infant_catalog · “infant triage reason_code age_adult_only”
Evidence examples (one per field × route)
samplefieldvaluerouteconf.sourcequote
SAMEA112450498age_at_collection_days27759.0R10.90sample.attr.host_age76
SAMEA112450498antibiotic_exposurenoR10.90biosample_attrMore than 6 months no antibiotics
SAMEA112450498bmi25.8R10.90sample.attr.host_body_mass_index25.8
SAMEA112450471countryDER10.90sample.attr.geo_loc_nameGermany:Stadt Gottingen
SAMEA112450498dietomnivoreR10.90biosample.attribute:dietomnivour
SAMEA112450498diet_detailomnivourR10.90biosample.attribute:dietomnivour
SAMEA112450498health_conditionneurological_psychiatricR10.85biosample_attryes
SAMEA112450499health_conditionother_diseaseR10.80sample.attr.diagnosismt_ipmn
SAMEA112450471health_conditionother_diseaseR40.50study.titlePancreatic Ductal Adenocarcinoma
SAMEA112450498health_condition_detailmcnR10.90sample.attr.diagnosismcn
SAMEA112450471health_condition_detailpancreatic ductal adenocarcinomaR40.50study.titlePancreatic Ductal Adenocarcinoma
SAMEA112450471latitude51.5300R10.90biosample.attribute:latitude+longitude51.53 9.93
SAMEA112450528lifestylevegetarian_or_veganR10.85biosample.attribute:dietvegetarian
SAMEA112450528lifestyle_detailvegetarianR10.85biosample.attribute:dietvegetarian
SAMEA112450471location_localityGöttingenR10.85biosample.attribute:geo_loc_nameGermany:Stadt Gottingen
SAMEA112450471location_regionLower SaxonyR10.60biosample.attribute:latitude+longitude51.53 9.93
SAMEA112450471longitude9.9300R10.90biosample.attribute:latitude+longitude51.53 9.93
SAMEA112450498medicationlaxative;ppiR10.90biosample.attribute:ppiyes
SAMEA112450499medicationmetformin;statinR10.90biosample.attribute:metforminyes
SAMEA112450501medicationstatinR10.90biosample.attribute:statinesyes
SAMEA112450512medicationimmunosuppressant_or_biologicR10.90biosample.attribute:immunosuppressantyes
SAMEA112450557medicationantidiabetic_otherR10.85biosample.attribute:insulineinsuline: yes
SAMEA112450557medication_detailinsulin (insuline: yes)R10.85biosample.attribute:insulineinsuline: yes
SAMEA112450498sexfemaleR10.90sample.attr.sexfemale
SAMEA112450498smoking_statusneverR10.80biosample.attribute:nicotine_consumptionNo
SAMEA112450471subject_id1.1R10.85sample.attr.host_subject_id1.1
Sequencing

93 runs over 93 samples · mean 88.4 Mbp per run (median 67.8 Mbp, total 8.22 Gbp; 93 runs with a base count) · layout SINGLE 93 · platform OXFORD_NANOPORE 93 · models GridION (93) · 0% of runs with a Sandpiper profile · first public 2023-02-02

Authors (0)

No author record.

Downloads

PRJEB59450.csv.gz (4.3 KB) · parquet (78.2 KB) — all 93 samples, every field with route and confidence · PRJEB59450_determinations.csv.gz (11.5 KB) — 1,253 evidence rows

Samples (93 · every field this project has values for · hover a cell for its source)
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